This is a dataset for drug properties meant to be used in machine learning tasks. drug_properties is the main spreadsheet containing labelled data. Labels can be matched with the indication that the drug targets using drug_label.csv This repository was hand-compiled and is continuously updated.
One such usage is for drug-indication prediction: https://github.com/drugML